My mapping program says this is the fastest route:

US-190/US-79/TX-43/I-20/I-459/I-59/I-24/I-75/I-40.

The halfway point for an overnight would be between Jackson and Meridian MS.

The route through Atlanta is real close to the same time, but you have a bigger chance for traffic delays.